yusufkaraaslan/Skill_Seekers — GitHub trend

◂ BACK TO LEADERBOARD

FINDING #4048 · UNIT ID 1078319457

yusufkaraaslan/Skill_Seekers

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00479

ENGAGEMENT0.26

FRESHNESS1.00

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

0% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

8.67

ACCEL

-6.50

RETENTION

31.3%

PEAK 2026-08-26 · FORK-RETENTION 0.0% · 26 STARS / WINDOW

Author Audience

AUDIENCE

1,771

FOLLOWERS

251

OWNER ★

15,203

Engagement Signals

FORKS

1,515

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 26 / 26 (DIVERSITY 1.00)

Why This Is A Finding

yusufkaraaslan/Skill_Seekers собрал 26 звёзд за окно, тогда как у автора всего 251 подписчиков — эффективная аудитория ≈ 1,771. Это даёт surprise-индекс 0.00479 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 58% OF 9558 FINDINGS

#03wang2122/sprix-sage-router[ PYTHON ]0.80 #04zeenie-ai/OpenCompany[ PYTHON ]0.78 #20HRuiCcc/music-geshizhuanhuan[ PYTHON ]0.41 #22MerZlin/dsh-pet-indesktop[ PYTHON ]0.39 #24handsomejustin/easy_tdx[ PYTHON ]0.38

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9558 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 58%

VELOCITY8.675.67+3.00ABOVE 66%

RETENTION31.3%42.9%-11.6 PPABOVE 40%

FORKS1,515333+1,182ABOVE 78%

SURPRISE0.000.00+0.00ABOVE 52%